Job Description
Title: Data Scientist
Company Name: Grameen Telecom Trust
Vacancy: 01
Location: Dhaka
Salary: Negotiable
Experience:
∎ 3 to 4 years
Published: 29 Aug 2024
Education:
∎ Bachelor's or Master's degree in Computer Science, Statistics, Mathematics, Economics, or a related field.
∎ Bachelor's or Master's degree in Computer Science, Statistics, Mathematics, Economics, or a related field.
Requirements:
Additional Requirements:
∎ Experience in data science, machine learning, or related roles, with a strong track record of delivering impactful solutions.
∎ Proficiency in programming languages such as Python or R, and experience with libraries and frameworks for data analysis and machine learning, such as Pandas, NumPy, scikit-learn, TensorFlow, or PyTorch.
∎ Strong statistical analysis skills, including hypothesis testing, regression analysis, time series analysis, and clustering techniques.
∎ Experience with data visualization tools such as Matplotlib, Seaborn, Plotly, or Tableau.
∎ Solid understanding of database systems and SQL for data manipulation and querying.
∎ Experience with big data technologies such as Hadoop, Spark, or Hive is a plus.
∎ Excellent problem-solving skills and attention to detail, with the ability to work with complex and messy datasets.
∎ Strong communication and interpersonal skills, with the ability to effectively collaborate with cross-functional teams and communicate technical concepts to non-technical stakeholders.
∎ Experience working in agile or iterative development environments is a plus.
∎ Experience in data science, machine learning, or related roles, with a strong track record of delivering impactful solutions.
∎ Proficiency in programming languages such as Python or R, and experience with libraries and frameworks for data analysis and machine learning, such as Pandas, NumPy, scikit-learn, TensorFlow, or PyTorch.
∎ Strong statistical analysis skills, including hypothesis testing, regression analysis, time series analysis, and clustering techniques.
∎ Experience with data visualization tools such as Matplotlib, Seaborn, Plotly, or Tableau.
∎ Solid understanding of database systems and SQL for data manipulation and querying.
∎ Experience with big data technologies such as Hadoop, Spark, or Hive is a plus.
∎ Excellent problem-solving skills and attention to detail, with the ability to work with complex and messy datasets.
∎ Strong communication and interpersonal skills, with the ability to effectively collaborate with cross-functional teams and communicate technical concepts to non-technical stakeholders.
∎ Experience working in agile or iterative development environments is a plus.
Responsibilities & Context:
∎ Analyze large datasets to identify trends, patterns, and correlations that can provide valuable insights and drive business decisions.
∎ Develop predictive models and machine learning algorithms to solve business problems, such as customer segmentation, churn prediction, demand forecasting, and recommendation systems.
∎ Design and conduct experiments to test hypotheses and validate model performance, using techniques such as cross-validation, A/B testing, and hypothesis testing.
∎ Clean, preprocess, and transform data to prepare it for analysis and modeling, ensuring data quality and integrity.
∎ Collaborate with cross-functional teams to understand business requirements, define success criteria, and deliver solutions that meet business needs.
∎ Communicate findings and insights to stakeholders through clear and compelling data-driven narratives, visualizations, and presentations.
∎ Stay current with industry trends and emerging technologies in data science and machine learning, and share knowledge with the team.
∎ Collaborate with data engineers to ensure the availability, quality, and reliability of data for analysis and modeling.
∎ Implement best practices for model deployment, monitoring, and maintenance to ensure ongoing performance and effectiveness.
∎ Document methodologies, processes, and results to support reproducibility and knowledge sharing.
∎ Analyze large datasets to identify trends, patterns, and correlations that can provide valuable insights and drive business decisions.
∎ Develop predictive models and machine learning algorithms to solve business problems, such as customer segmentation, churn prediction, demand forecasting, and recommendation systems.
∎ Design and conduct experiments to test hypotheses and validate model performance, using techniques such as cross-validation, A/B testing, and hypothesis testing.
∎ Clean, preprocess, and transform data to prepare it for analysis and modeling, ensuring data quality and integrity.
∎ Collaborate with cross-functional teams to understand business requirements, define success criteria, and deliver solutions that meet business needs.
∎ Communicate findings and insights to stakeholders through clear and compelling data-driven narratives, visualizations, and presentations.
∎ Stay current with industry trends and emerging technologies in data science and machine learning, and share knowledge with the team.
∎ Collaborate with data engineers to ensure the availability, quality, and reliability of data for analysis and modeling.
∎ Implement best practices for model deployment, monitoring, and maintenance to ensure ongoing performance and effectiveness.
∎ Document methodologies, processes, and results to support reproducibility and knowledge sharing.
Workplace:
∎ Work at office
Employment Status: Full Time
Job Location: Dhaka
Company Information:
∎ Grameen Telecom Trust
∎ Telecom Bhaban (Level 10 & 11), 53/1 Box nagar, Zoo Road, Mirpur, Dhaka 1216.
∎ Social Business
Address::
∎ Telecom Bhaban (Level 10 & 11), 53/1 Box nagar, Zoo Road, Mirpur, Dhaka 1216.
∎ Social Business
Read Before Apply: Please apply only who are fulfilling all the requirements of this job
Application Deadline: 5 Sep 2024
Category: IT/Telecommunication
